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Explorations into art and music using CycleGAN
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README.md
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README.md

Mario

Mario is a research project exploring the relationships between art and music through deep learning.

Setup

Before training, you need to install dependencies and download the data:

pip install -r requirements.txt
python download.py

Training

To train your model using the default hyperparameters, run the following:

python train.py --prefix some_prefix_for_checkpoint

Please consult the help documentation for more information:

python train.py --help

Evaluation

To generate image or music from a trained model, run the following:

python evaluate.py --checkpoint /PATH/TO/MODEL/CHECKPOINT --data_a /PATH/TO/IMAGE
python evaluate.py --checkpoint /PATH/TO/MODEL/CHECKPOINT --data_b /PATH/TO/AUDIO

Please consult the help documentation for more information:

python evaluate.py --help

License

Apache License 2.0

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